Concepedia

dyngraph2vec: Capturing network dynamics using dynamic graph representation learning

Palash Goyal, Sujit Rokka Chhetri, Arquimedes Canedo

Knowledge-Based Systems · 2019 · 466 citations · 31 references

Open access

Concepts

EngineeringData ScienceDynamical SystemsDynamic Network AnalysisGraph TheoryGraph-based LearningNetwork AnalysisNetwork DynamicsNetwork ModelingDynamic Graph AnalysisDynamic Graph LearningDynamic Graph MiningDynamic Graph RepresentationGraph Representation Learning

References

31

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Aditya Grover, Jure Leskovec · 2016 · 10.9K citations

Computing, Computer Science, Feature Engineering +16

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Computing, Computer Science, Feature Engineering +16

Structural Deep Network Embedding

Daixin Wang, Peng Cui, Wenwu Zhu · 2016 · 2.8K citations

Computing, Computer Science, Computer Vision +15

Spectral Networks and Locally Connected Networks on Graphs

Joan Bruna, Wojciech Zaremba, Arthur Szlam et al. · arXiv (Cornell University) · 2013 · 2.7K citations · Full text

Computing, Computer Science, Computer Vision +13